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Class: ModelFineTuning

Process where a pre-trained model is further refined through the use of

a smaller training dataset

URI: ai:ModelFineTuning

 classDiagram
    class ModelFineTuning
    click ModelFineTuning href "../ModelFineTuning/"
      ModelTraining <|-- ModelFineTuning
        click ModelTraining href "../ModelTraining/"

Inheritance

Class Properties

Property Value
Class URI ai:ModelFineTuning

Slots

Name Cardinality and Range Description Inheritance

In Subsets

Aliases

  • Model Fine-Tuning

Identifier and Mapping Information

Annotations

property value
upstream_iri https://w3id.org/dpv/ai/owl#ModelFineTuning
dpv_extension_slug ai

Schema Source

Mappings

Mapping Type Mapped Value
self ai:ModelFineTuning
native ai:ModelFineTuning
exact dpv_ai:ModelFineTuning, dpv_ai_owl:ModelFineTuning

LinkML Source

Direct

name: ModelFineTuning
annotations:
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#ModelFineTuning
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Process where a pre-trained model is further refined through the use
  of

  a smaller training dataset'
in_subset:
- ai_development_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Model Fine-Tuning
exact_mappings:
- dpv_ai:ModelFineTuning
- dpv_ai_owl:ModelFineTuning
is_a: ModelTraining
class_uri: ai:ModelFineTuning

Induced

name: ModelFineTuning
annotations:
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#ModelFineTuning
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Process where a pre-trained model is further refined through the use
  of

  a smaller training dataset'
in_subset:
- ai_development_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Model Fine-Tuning
exact_mappings:
- dpv_ai:ModelFineTuning
- dpv_ai_owl:ModelFineTuning
is_a: ModelTraining
class_uri: ai:ModelFineTuning